AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline auc 0.5 1.58
2_DecisionTree Decision Tree auc 0.924682 2.98
3_Linear Linear auc 0.980944 3.94
the best 4_Default_Xgboost Xgboost auc 1 4
5_Default_NeuralNetwork Neural Network auc 0.990926 2.54
6_Default_RandomForest Random Forest auc 0.984876 3.46
Ensemble Ensemble auc 1 1.42

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation